A heuristic cellular automata approach for modelling urban land-use change based on simulated annealing     

Yongjiu Feng 《International journal of geographical information science》2013,27(3):449-466

This article presents a novel cellular automata (CA) approach to simulate the spatio-temporal process of urban land-use change based on the simulated annealing (SA) algorithm. The SA algorithm enables dynamic optimisation of the CA's transition rules that would otherwise be difficult to configure using conventional mathematical methods. In this heuristic approach, an objective function is constructed based on a theoretical accumulative disagreement between the simulated land-use pattern and the actual land-use pattern derived from remotely sensed imagery. The function value that measures the mismatch between the actual and the simulated land-use patterns would be minimised randomly through the SA process. Hence, a set of attribution parameters that can be used in the CA model is achieved. An SA optimisation tool was developed using Matlab and incorporated into the cellular simulation in GIS to form an integrated SACA model. An application of the SACA model to simulate the spatio-temporal process of land-use change in Jinshan District of Shanghai Municipality, PR China, from 1992 to 2008 shows that this modelling approach is efficient and robust and can be used to reconstruct historical urban land-use patterns to assist with urban planning policy-making and actions. Comparison of the SACA model with a typical CA model based on a logistic regression method without the SA optimisation (also known as LogCA) shows that the SACA model generates better simulation results than the LogCA model, and the improvement of the SACA over the LogCA model is largely attributed to higher locational accuracy, a feature desirable in most spatially explicit simulations of geographical processes.  相似文献   

Integrating ensemble-urban cellular automata model with an uncertainty map to improve the performance of a single model     

Xuecao Li  Peng Gong 《International journal of geographical information science》2013,27(5):762-785

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基于CA模型的旅游小镇增长的时空模拟与应用——以河北三坡镇为例   总被引：1，自引：1，他引：0  

杨俊  席建超  解鹏  葛全胜  李雪铭  高航 《地理研究》2013,32(5):915-923

旅游小镇增长的时空模拟是城镇化影响下的土地利用/覆盖变化研究的重要手段。近年来旅游小镇的城镇化以其旅游业发展带动城镇发展的独特模式引起国内外学者的高度关注。论文以元胞自动机模型为基础,运用旅游小镇旅游城镇化增长模型,对河北省三坡镇的旅游城镇化发展进行模拟与预测。模拟结果显示:①2005-2010年研究区城镇增长主要围绕现有镇区范围扩展,全域年均增速为0.015 km²/年;②2010-2015年主要城镇增长区位于镇内距离景区较近的苟各庄村附近,全域年均增速为0.040 km²/年,其他区域则保持相对较为平稳的状态。研究表明元胞自动机模型在模拟旅游小镇演化具有较高的可靠性,为研究城镇化条件下区域生态景观格局变化提供前提保证,对于提高土地资源利用效率,保障小镇健康有序发展具有十分重要的意义。  相似文献   

Investigating the land use characteristics of urban integration based on remote sensing data: experience from Guangzhou and Foshan     

Jinyao Lin  Weihao Wu 《国际地球制图》2013,28(14):1608-1620

Abstract

Urban integration is an increasingly popular phenomenon. It is important to characterize the dynamic processes of urban integration from the perspective of geography. However, previous studies mainly focussed on the overall characteristics of a single entity and failed to consider inter-city influences. Therefore, this study aims to systematically investigate this phenomenon. Firstly, spatial clustering technique and landscape metric were used to analyze the temporal change of spatial layout. Secondly, we built multiple ring buffers of city boundary to reveal the directional differences in urban expansion. Lastly, we compared the observed land use data with the results simulated by cellular automata model. These experiments have shown that the urban expansion characteristics during the urban integration process are rather different from those of a single city, and the above methodology can effectively characterize the urban integration phenomenon. The successful example of Guangzhou–Foshan integration could also provide practical experience for other similar attempts.  相似文献   

新疆小热泉子铜(锌)矿床硫化物显微结构及稀土、微量元素研究   总被引：2，自引：0，他引：2  

刘申态  吕新彪  曹晓峰  张平 《地球学报》2012,33(2):197-208

新疆小热泉子铜(锌)矿床位于大南湖晚古生代岛弧带内,矿体主要赋存于一套凝灰质火山碎屑沉积岩中,矿石类型主要为块状黄铜矿矿石、闪锌矿矿石和脉状硫化物矿石。硫化物的显微结构研究表明,黄铁矿主要发生脆型变形,形成碎裂结构、细粒化结构、充填交代结构、"布丁"结构以及变斑晶结构,黄铜矿和闪锌矿发生塑性变形,黄铜矿表现为"S型"面理结构以及在闪锌矿中呈团斑状结构,电子探针结果表明黄铜矿发生明显的活化迁移富集作用。硫化物的稀土微量元素研究表明,闪锌矿中Mn、Ga、As等元素含量很低,Ga/In<<1,Ge/In多数小于1,174相似文献   

中国庐山晚第四纪沉积岩系的石英形貌显微结构及环境过程     

胡东生  李小豫  熊卫强  张华京  弓虎军  胡文瑄  张国伟 《地质学报》2012,86(6):1020-1030

基于庐山山地晚第四纪地层典型断面的系统调查,从地层剖面层序中筛选的微粒(θ=1～3mm)石英颗粒进行环境电子显微镜观测研究,辨认出显微结构-颗粒形态-变形构造-动力化学作用等特征,运用系统过程发展中的节点事件进行层型剖面的环境响应分析,采取综合指标表征地球表层过程及环境响应情景,明确划分出四个古气候环境发展阶段,由下往上分别表现为冰期环境-间冰期环境-冰缘环境-冰后期环境,为深入研究及科学认识庐山第四纪环境演化过程及全球变化提供了新的基础依据。  相似文献   

水热条件下黄铁矿片、板状晶体的微结构     

宋丹  黄菲  陈琳  李光禄  林加磊  李建源  董宇  成秋明  王永钱 《吉林大学学报(地球科学版)》2012,(4):1084-1089

利用透射电子显微镜(TEM)系统观测了黄铁矿片、板状晶体的微结构,发现在水热条件下生成的黄铁矿片、板状晶体具有正方形、矩形等多种形貌。其中,正方形较多,矩形次之,另可见到一些其他不规则形状。黄铁矿片、板状晶生长完好,未见缺陷。经测定多数四边形片状黄铁矿的两组边分别平行(010)和(100),其生长晶面为(001);个别四边形片状黄铁矿的两组边分别平行(010)和(101),其生长晶面为(101),矩形片状黄铁矿长轴生长方向为001。在水热条件下黄铁矿以多形貌出现,黄铁矿的片、板状晶体多数是沿(001)面生长的结果,(001)为黄铁矿片、板状晶体的主要二维生长面,并沿001方向扩展,构成了二维晶体。  相似文献   

基于CA模型的西安城市空间扩展模拟及误差分析     

李开宇  张艳芳  杨青生 《测绘科学》2011,36(5):106-108,111

元胞自动机(CA)是城市发展动态模拟的重要工具。本文以西安市为例,利用基于遗传算法的CA模型对西安市1990-2007年的城市发展进行模拟,得到了较好的效果。结果表明,运用遗传算法建立的CA模型能够较好地模拟城市发展状态;对模拟误差分析表明,影响城市土地利用变化机制的尺度特征,城市规划调整、重大事件、重大建设项目和行政区划调整等过程,城市不同发展阶段和不同区位的扩展类型等都将影响确定转换规则、寻找最佳参数和模拟精度的结果。  相似文献   

西藏甲玛铜多金属矿区成矿斑岩的岩浆混合作用:石英及长石斑晶新证据   总被引：6，自引：3，他引：3  

彭惠娟  汪雄武  Müller Axel  秦志鹏  侯林  周云 《矿床地质》2011,30(2):249-265

西藏甲玛矿区斑岩内石英和长石斑晶的阴极发光(CL)特征及元素含量变化有效记录了岩浆演化、混合及补给事件.石英斑晶的显微生长结构表明,原始岩浆经历过2次铁镁质岩浆混合作用.根据石英斑晶中Ti含量的变化可知,在2次溶蚀前后,石英结晶温度分别增高了约110℃和80℃.此外,斜长石斑晶的反环带及其Ba、Sr、Fe等元素的浓度梯...  相似文献   

Early Cambrian Mollusc Watsonella crosbyi: A Potential GSSP Index Fossil for the Base of the Cambrian Stage 2     

LI Guoxiang  ZHAO Xin  Alexander GUBANOV  ZHU Maoyan  NA Lin 《《地质学报》英文版》2011,85(2):309-319

The mollusc Watsonella crosbyi was studied on the basis of material from the lower Cambrian Dahai Member of the Zhujiaqing Formation in eastern Yunnan, China and the Pestrotsvet Formation of the Aldan River region in the Siberian Platform. This fossil had been excessively described under different names in the literature, such as Heraultia varensalensis Cobbold, 1935, H. sibirica Missarzhevsky, 1974, Heraultipegma yunnanensis He and Yang, 1982, H. yannanese He and Yang, 1982, Watsonella yunnanensis, W. crosbyi Grabau, 1900, etc. Taxonomic revision shows that other species are junior synonyms of W. crosbyi. Analysis of functional morphology implies that W. crosbyi may be rather a helcionelloid than a rostroconch since its univalved conch is untorted endogastric and lacks a rostrum and a true internal pegma. Replicas of the original microstructures preserved on the surfaces of phosphatic internal moulds confirm that the shell consists of two layers. The inner layer is lamello-fibrillar, and the outer layer is spherulitic prismatic. The widespread geographical occurrences in both siliciclastic and carbonate rocks of the late Terreneuvian indicate that W. crosbyi is an important index fossil for global correlations and subdivision of the Cambrian Series 1 (Terreneuvian). The first appearance datum (FAD) of W. crosbyi is suggested to be a potential GSSP (Global Boundary Stratotype Section and Point) candidate marker for defining the base of the Cambrian Stage 2.  相似文献